ADMM for combinatorial graph problems

Chuangchuang Sun, Yifan Sun, Ran Dai

Probabilistic Reconstruction in Compressed Sensing: Algorithms, Phase Diagrams, and Threshold Achieving Matrices

Florent Krzakala, Marc Mézard, François Sausset +2

Deep Unsupervised Clustering Using Mixture of Autoencoders

Dejiao Zhang, Yifan Sun, Brian Eriksson +1

NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data

Yifan Sun, Linan Zhang, Hayden Schaeffer

The paper introduces NeuPDE, a neural network framework that learns ordinary and partial differential equation models from time-series or spatio‑temporal data, aiming to capture un…

Straggler Mitigation in Distributed Optimization Through Data Encoding

Can Karakus, Yifan Sun, Suhas Diggavi +1

Bell's measure and implementing quantum Fourier transform with orbital angular momentum of classical light

Xinbing Song, Yifan Sun, Hongwei Qin +2

Perceive Where to Focus: Learning Visibility-aware Part-level Features for Partial Person Re-identification

Yifan Sun, Qin Xu, Yali Li +4

Decomposition in conic optimization with partially separable structure

Yifan Sun, Martin S. Andersen, Lieven Vandenberghe

SVDNet for Pedestrian Retrieval

Yifan Sun, Liang Zheng, Weijian Deng +1

Explicit positive solutions to $G$-heat equations and the application to $G$-capacities

Mingshang Hu, Yifan Sun

The paper derives explicit positive solutions of G‑heat equations by solving related nonlinear ordinary differential equations and uses these solutions to determine the sharp asymp…

Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline)

Yifan Sun, Liang Zheng, Yi Yang +2

Statistical physics-based reconstruction in compressed sensing

Florent Krzakala, Marc Mézard, François Sausset +2

Simple Circuits for Exact Elimination of Leakage in a Qubit Embedded in a Three-level System

Yifan Sun, Junyi Zhang, Lian-Ao Wu

Dynamic Word Embeddings for Evolving Semantic Discovery

Zijun Yao, Yifan Sun, Weicong Ding +2

MGSim + MGMark: A Framework for Multi-GPU System Research

Yifan Sun, Trinayan Baruah, Saiful A. Mojumder +10

Wide Compression: Tensor Ring Nets

Wenqi Wang, Yifan Sun, Brian Eriksson +2

Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning

Can Karakus, Yifan Sun, Suhas Diggavi +1

A Simple Approach to Learn Polysemous Word Embeddings

Yifan Sun, Nikhil Rao, Weicong Ding